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~180 minExercisesProjectCertificate

Eval Harnesses for LLM Features Shipping Teams Actually Trust

Build practical fluency in Eval Harnesses for LLM Features Shipping Teams Actually Trust — with unique lesson drills, contracts, and a capstone you can ship or show in a review (~2–3 hours teach + practice).

Audience
Practitioners and solo operators leveling up on Eval Harnesses for LLM Features Shipping Teams Actually Trust (mid-level)
Category
eval-quality
Estimated time
~180 minutes (target 150)
Version
generation v2

What you'll get

  • A focused ~180-minute path you can finish in one afternoon —3 modules, 9 lessons
  • Teach + do on every lesson (9 hands-on exercises)
  • Module quizzes so you know the material stuck (pass ≥75%)
  • A capstone project (~25 min) you can reuse at work or in a portfolio
  • A SkillPulse certificate when you meet the requirements below — not a participation badge
  • One-time $25 purchase with lifetime access to this course — no subscription

Automated micro-course owned by Jake Sumner. Honest skill practice — not hype or a “sentient” AI tutor.

Outline

  1. Module 1: Foundations of Eval Harnesses for

    Establish vocabulary, contracts, and the minimum bar for Eval Harnesses for LLM Features Shipping Teams Actually Trust.

    • What “good” means for Eval Harnesses for (15 min)
    • Inputs, outputs, and failure modes in Eval Harnesses for (16 min)
    • A weekly measurement loop for Eval Harnesses for (17 min)
    • Module quiz (pass ≥75%)
  2. Module 2: Practice Eval Harnesses for under constraints

    Turn Eval Harnesses for LLM Features Shipping Teams Actually Trust concepts into repeatable drills with timeboxes and quality gates.

    • Timeboxed Eval Harnesses for drills that force tradeoffs (18 min)
    • Checklists and templates that stick for Eval Harnesses for (15 min)
    • Peer-ready review of Eval Harnesses for without theater (16 min)
    • Module quiz (pass ≥75%)
  3. Module 3: Ship and defend Eval Harnesses for

    Package Eval Harnesses for LLM Features Shipping Teams Actually Trust work so it survives contact with users, stakeholders, or production.

    • A minimal shippable slice of Eval Harnesses for (17 min)
    • Defend assumptions and risks in Eval Harnesses for (18 min)
    • Iterate Eval Harnesses for from signals, not vibes (15 min)
    • Module quiz (pass ≥75%)

Capstone (~25 min) + final quiz (pass ≥80%) → certificate.

Certificate requirements

Plain rules — finish the work, prove it, get the certificate:

  1. Complete every lesson (teach + exercise).
  2. Pass each module quiz with ≥75%.
  3. Finish the capstone project.
  4. Score ≥80% on the final quiz.

Miss a threshold and you can retry quizzes; the certificate unlocks only when all four are done.

FAQ

Who is this for?
Practitioners and solo operators leveling up on Eval Harnesses for LLM Features Shipping Teams Actually Trust (mid-level). If that sounds like you and you want a practical afternoon on eval-quality, this course is a fit.
How long does it take?
About 180 minutes end-to-end (target 150). Most people finish in one sitting or split across an afternoon.
Is it a subscription?
No. $25 one-time for this course — lifetime access, no monthly plan. Stripe checkout shows as SkillPulse — Eval Harnesses for LLM Features Shipping Teams Actually Trust.